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cs.CL2026
Can We Trust LLM's Logic? Quantifying Uncertainty, Coherence, and Robustness via a Graph-Based Framework
Riccardo Revalor, Jalees Rehman, Debjit Pal
Large-Language Models (LLMs) can be prone to flawed and unfaithful reasoning that decoding strategies like Self-Consistency (SC) fail to detect as they evaluate only final-answer a…
cs.SE2026
LAUDE: LLM-Assisted Unit Test Generation and Debugging of Hardware DEsigns
Deeksha Nandal, Riccardo Revalor, Soham Dan +1
Unit tests are critical in the hardware design lifecycle to ensure that component design modules are functionally correct and conform to the specification before they are integrate…